{"id":"W2091158480","doi":"10.3138/jvme.29.3.167","title":"The Quest to Identify Quality Teaching","year":2002,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Veterinary education; Medical education; Quality (philosophy); Work (physics); Field (mathematics); Engineering ethics; Veterinary medicine; Sociology; Pedagogy; Medicine; Curriculum; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06236401,0.0008635877,0.002550769,0.01211204,0.005773288,0.02581193,0.00425721,0.005083366,0.0228935],"category_scores_gemma":[0.2197922,0.001044848,0.0007128348,0.01366318,0.007305135,0.02145654,0.01569255,0.006435858,0.005413407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02489116,"about_ca_system_score_gemma":0.07025764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01603381,"about_ca_topic_score_gemma":0.0189426,"domain_scores_codex":[0.942427,0.01653376,0.005481122,0.00495491,0.02684321,0.003759932],"domain_scores_gemma":[0.693611,0.06914195,0.0504567,0.02133989,0.12164,0.04381043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.00011526,0.0004475582,0.04133988,0.004691313,0.0001324018,0.000158674,0.006673045,0.0008095549,0.0006606932,0.1479421,0.1327628,0.6642666],"study_design_scores_gemma":[0.0002165005,0.0007634264,0.08771538,0.01505011,0.0001659495,0.0008245053,0.04235608,0.003556379,0.002051831,0.2531393,0.5938964,0.0002641265],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0630205,0.06207319,0.05390583,0.7006849,0.009408265,0.00101592,0.002471771,0.001052896,0.1063667],"genre_scores_gemma":[0.691804,0.04148841,0.138066,0.06801714,0.008923694,0.00280428,0.00369618,0.001210714,0.04398958],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06236401,"threshold_uncertainty_score":0.3298163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5935811382030056,"score_gpt":0.6519231073789212,"score_spread":0.05834196917591561,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}